AI a cikin Ganewar phishing
AI na bincika imel, hanyoyin haɗin yanar gizo, da gidajen yanar gizo cikin sauri na na'ura don nuna saƙon yaudara waɗanda ke ƙoƙarin yaudarar mutane don ba da kalmomin shiga ko kuɗi.
Dubawa
It matters because phishing remains the entry point for most data breaches, and humans alone can't keep up with the volume.
Zurfafa nutsewa
Gano phishing AI yana kallon fiye da kurakuran rubutu. Samfuran sarrafa harshe na dabi'a suna karanta rubutun imel don gaggawa, kwaikwaya, da abubuwan injiniyan zamantakewa ('tabbatar da asusunku a yanzu ko za'a rufe'). Wasu samfura suna duba yankin mai aikawa, sunayen nuni da basu dace ba, da kanun labarai don zubewa. Masu nazarin hanyar haɗin yanar gizo suna bin URLs, ƙaddamar da turawa, da kwatanta shafukan saukowa da sanannun samfuran samfuri don kama shafuka masu kama. Hangen kwamfuta na iya ma kwatanta tambarin shafin shiga na karya da shimfidar wuri da na ainihi. Saboda masu kai hari koyaushe suna canza kalmomi da yanki, tsarin zamani yana haɗa nau'ikan ƙira masu kulawa waɗanda aka horar akan miliyoyin imel ɗin imel tare da siginar ɗabi'a, kamar ko kuna karɓar wasiku kullum daga mai aikawa.
Fahimtar Fasaha
Bututun da aka saba yana fitar da fasali daga yadudduka uku: saƙon saƙon (NLP abubuwan shigar da ke ɗaukar niyya da sautin), metadata (Sakamako na SPF, DKIM, da DMRC, shekarun yanki, nuna-sunan), da ɗaukar nauyi (sunan URL, sarƙoƙi na turawa, sandboxing haɗe-haɗe). Waɗannan suna ciyar da itatuwan da aka haɓaka gradient ko na'urori masu canzawa waɗanda ke fitar da ƙimar haɗari. kamanni na gani na hashing shafukan tutoci waɗanda ke kwafin pixels na alamar ko da akan sabon yanki ba tukuna akan kowane jerin toshewa ba.
Dabarun Tasiri
Gina zaɓuɓɓuka
Tsarin matakin aikace-aikacen yana ƙayyade ko AI yana inganta sakamako na gaske.
Ƙungiya da aikin aiki
Kyakkyawan haɗin gwiwar aiki yana haifar da ribar yawan aiki masu amfani za su iya amincewa.
Haɗari da aminci
Abubuwan da aka yi amfani da su da kyau suna rage gajiyar canji da haɗarin aiwatarwa.
Makomar AI a cikin Ganewar phishing
Babban motsi shine tseren makamai na AI-versus-AI. Samfuran ƙira yanzu suna rubuta mara lahani, keɓancewar phishing da muryoyin clone don 'vishing', don haka masu karewa suna horar da masu ganowa akan rubutun da aka ƙirƙira AI da ƙara duban sauti mai zurfi. Yi tsammanin haɗin kai mai ƙarfi tare da tantance ainihi da kuma nazarin halayen, faɗakarwar mai bincike na ainihin lokacin kafin a buga kalmar sirri, da kuma ƙirar da ke bayyana dalilin da yasa saƙo ke da shakka don masu amfani su koya maimakon kawai danna faɗakarwa.
Aiwatar da Gaskiyar Duniya
Gmel da Microsoft 365 suna tura da ake zargi da satar bayanai ta atomatik zuwa wasikun banza da kuma nuna jajayen tuta akan saƙon waje mai haɗari.
Bankuna suna amfani da URL da bincike na kamanni na gani don sauke shafukan shiga masu kama da kamannin rukunin yanar gizon su
Siffofin bincike mai aminci na Browser suna toshe shafi a nan take ya yi daidai da sanannen samfuri na girbi.
Kafofin tsaro suna bincika imel ɗin kamfani na cikin gida don kama yunƙurin sasantawa-e-mail na kasuwanci da ke kwaikwayi Shugaba na neman canja wurin waya.
Hatsari & Tsare-tsare
Yin aiki da ɓaryayyen tsari na iya haɓaka matsalolin da ke akwai.
Ƙungiyoyi na iya wuce gona da iri kuma su cire hukuncin ɗan adam da ake buƙata.
Ingancin na iya motsawa idan ba a ci gaba da kimanta abubuwan da aka fitar ba.
Taswirar Hanya
Taswirar tsarin aiki na yanzu kuma gano matakin mafi girman juzu'i.
Ƙayyade wuraren bincike na ɗan adam kafin cikakken aiki da kai.
Horar da masu amfani akan faɗakarwa, hanyoyin haɓakawa, da ƙa'idodi masu inganci.
Bibiyar sakamakon matakin ɗawainiya don tabbatar da ƙima mai dorewa.
Ci gaba da Bincike
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Jagora na gaba
AI a cikin Gano Wuta
Tambayoyin da ake yawan yi
What is AI in Phishing Detection?
AI na bincika imel, hanyoyin haɗin yanar gizo, da gidajen yanar gizo cikin sauri na na'ura don nuna saƙon yaudara waɗanda ke ƙoƙarin yaudarar mutane don ba da kalmomin shiga ko kuɗi. Yana da mahimmanci saboda phishing ya kasance wurin shigarwa don yawancin keta bayanan, kuma mutane kaɗai ba za su iya ci gaba da ƙarar ba.
Wanne sigina ne mai gano ɓarnar da ke tushen NLP zai yi alama a cikin jikin saƙon?
An horar da samfuran NLP don gano abubuwan injiniyan zamantakewa kamar gaggawa, barazana, da kuma yaren kwaikwayo waɗanda ke matsa wa mai karatu yin sauri.
Menene SPF, DKIM, da DMARC dubawa da farko ke taimakawa ganowa?
Waɗannan ƙa'idodin tabbatar da imel suna tabbatar da cewa saƙon ya fito da gaske daga yankin da yake iƙirarin, yana taimakawa kama masu aikawa.
Me yasa binciken kama-karya na gani zai iya kama shafukan phishing waɗanda masu katange URL suka ɓace?
Masu kai hari suna yin rajistar sabbin yankuna ba tukuna kan kowane jerin toshewa ba, amma hashing na gani yana gane cewa shafin yana kwafin ingantattun pixels.
Me ya sa gano mai saɓo ya zama 'tseren makamai' mai gudana?
Saboda maharan koyaushe suna haɓaka dabarunsu, gami da rubutun AI, dole ne a ci gaba da horar da na'urori don ci gaba da tafiya.
Alamun dabi'a suna inganta ganowa ta hanyar la'akari da menene?
Sanin mai aikawa sabon abu ne ga mai karɓa yana ƙara mahallin cewa saƙon da aka gani a keɓe ba zai bayyana ba.